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Author

Avinash Ricky Yadlapalli

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#small language model Open access Sep 2026

AviGPT-250M-Instruct: Semi-Parametric Edge Intelligence with a Native NVMe Hardware Memory Bus

AviGPT-250M-Instruct is a 250M-parameter autoregressive small language model (SLM) introducing a Semi-Parametric Decoupling paradigm for resource-constrained edge computing. Rather than overloading transformer weights with static encyclopedic memorization and floating-point arithmetic approximation, AviGPT-250M delegat...

Avinash Ricky Yadlapalli · 0 citations
#edge computing Open access Sep 2026

AviGPT-250M-Instruct: Semi-Parametric Edge Intelligence with a Native NVMe Hardware Memory Bus

AviGPT-250M-Instruct is a 250M-parameter autoregressive small language model (SLM) introducing a Semi-Parametric Decoupling paradigm for resource-constrained edge computing. Rather than overloading transformer weights with static encyclopedic memorization and floating-point arithmetic approximation, AviGPT-250M delegat...

Avinash Ricky Yadlapalli · 0 citations

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